🔌
New: connect Claude & other AIs to GenAIList over MCP — research the catalog and contribute to the shared knowledge base. Learn how →
// RUN — FITS
Can the Intel Arc B580 12GB run BLOOM-560M?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-560M on the Intel Arc B580 12GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 128k | 236.1-293.1 t/s | ~20.7-25.7 (slow) |
| Q8 | yes | 137k | 472.3-586.3 t/s | ~41.4-51.4 (slow) |
| Q4 | yes | 141k | 843.4-1046.9 t/s | ~74-91.8 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the Intel Arc B580 12GB run BLOOM-560M?▶
Yes. At Q4 it generates ~843.4-1046.9 tok/s and fits up to 141k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~74-91.8 tok/s.
How much context fits?▶
At Q4, up to about 141k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.